Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	5446331
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 GiB
Average record size in memory	264.8 B

Variable types

Numeric	18
Categorical	11

Alerts

`No_Inspections` is highly overall correlated with `gas_natural`	High correlation
`preventive_maintenance_rate` is highly overall correlated with `No_Incidents` and 1 other fields	High correlation
`Average_MonthsLastRev` is highly overall correlated with `MonthsLastRev`	High correlation
`MonthsLastRev` is highly overall correlated with `Average_MonthsLastRev`	High correlation
`NumConnections` is highly overall correlated with `area_connection` and 2 other fields	High correlation
`Relative_Thickness` is highly overall correlated with `Diameter2` and 1 other fields	High correlation
`pipe_area` is highly overall correlated with `Length2`	High correlation
`area_connection` is highly overall correlated with `NumConnections`	High correlation
`Diameter2` is highly overall correlated with `Relative_Thickness`	High correlation
`Length2` is highly overall correlated with `NumConnections` and 1 other fields	High correlation
`Pressure2` is highly overall correlated with `Relative_Thickness` and 2 other fields	High correlation
`Average year Humidity (%)` is highly overall correlated with `Yearly Sun Hours (hours)`	High correlation
`Yearly Sun Hours (hours)` is highly overall correlated with `Average year Humidity (%)`	High correlation
`No_Incidents` is highly overall correlated with `preventive_maintenance_rate` and 1 other fields	High correlation
`Incidence` is highly overall correlated with `preventive_maintenance_rate` and 1 other fields	High correlation
`connection_bool` is highly overall correlated with `NumConnections`	High correlation
`gas_natural` is highly overall correlated with `No_Inspections`	High correlation
`Material_Acrylonitrile-Butadiene-Styrene` is highly overall correlated with `Pressure2` and 1 other fields	High correlation
`Material_Polyethylene` is highly overall correlated with `Pressure2` and 1 other fields	High correlation
`No_Incidents` is highly imbalanced (97.7%)	Imbalance
`Incidence` is highly imbalanced (98.5%)	Imbalance
`NumConnectionsUnder` is highly imbalanced (99.9%)	Imbalance
`gas_natural` is highly imbalanced (87.0%)	Imbalance
`Material_Acrylonitrile-Butadiene-Styrene` is highly imbalanced (67.5%)	Imbalance
`Material_Copper` is highly imbalanced (97.6%)	Imbalance
`Material_Fiberglass-Reinforced Plastic` is highly imbalanced (85.9%)	Imbalance
`Material_Polyethylene` is highly imbalanced (57.8%)	Imbalance
`Material_Polypropylene` is highly imbalanced (96.7%)	Imbalance
`area_connection` is highly skewed (γ1 = 474.6354216)	Skewed
`incidence_area` is highly skewed (γ1 = 461.7287922)	Skewed
`preventive_maintenance_rate` has 5414855 (99.4%) zeros	Zeros
`NumConnections` has 3382310 (62.1%) zeros	Zeros
`area_connection` has 3382310 (62.1%) zeros	Zeros
`incidence_area` has 5438615 (99.9%) zeros	Zeros

Reproduction

Analysis started	2023-02-18 21:40:13.692756
Analysis finished	2023-02-18 21:52:23.260588
Duration	12 minutes and 9.57 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

PipeId
Real number (ℝ)

Distinct	1227387
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0300577 × 10⁸

Minimum	489616
Maximum	4.5199531 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	489616
5-th percentile	12068423
Q1	1.3355351 × 10⁸
median	1.9027323 × 10⁸
Q3	2.9829521 × 10⁸
95-th percentile	3.9716302 × 10⁸
Maximum	4.5199531 × 10⁸
Range	4.5150569 × 10⁸
Interquartile range (IQR)	1.647417 × 10⁸

Descriptive statistics

Standard deviation	1.1416027 × 10⁸
Coefficient of variation (CV)	0.56234989
Kurtosis	-0.74522921
Mean	2.0300577 × 10⁸
Median Absolute Deviation (MAD)	93833945
Skewness	-0.082278506
Sum	1.1056366 × 10¹⁵
Variance	1.3032568 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
310826986	11	< 0.1%
263765118	11	< 0.1%
190443521	11	< 0.1%
190443535	11	< 0.1%
190576614	11	< 0.1%
190576621	11	< 0.1%
190948042	11	< 0.1%
263764681	11	< 0.1%
263765023	11	< 0.1%
263765060	11	< 0.1%
Other values (1227377)	5446221	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
489616	5	< 0.1%
489645	5	< 0.1%
489780	5	< 0.1%
489790	5	< 0.1%
489792	5	< 0.1%
489793	5	< 0.1%
489981	5	< 0.1%
489982	5	< 0.1%
489996	5	< 0.1%
490308	4	< 0.1%

Value	Count	Frequency (%)
451995309	4	< 0.1%
451995260	4	< 0.1%
451995254	2	< 0.1%
451195406	3	< 0.1%
451195391	4	< 0.1%
451195364	3	< 0.1%
451195284	4	< 0.1%
451194879	4	< 0.1%
451194601	4	< 0.1%
451194531	4	< 0.1%

No_Inspections
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8989902

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
median	5
Q3	5
95-th percentile	6
Maximum	11
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0369869
Coefficient of variation (CV)	0.2116736
Kurtosis	4.6942796
Mean	4.8989902
Median Absolute Deviation (MAD)	0
Skewness	-0.87722946
Sum	26681522
Variance	1.0753418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	3409988	62.6%
6	1033936	19.0%
4	424427	7.8%
3	268566	4.9%
2	198548	3.6%
1	53739	1.0%
7	27636	0.5%
10	15590	0.3%
8	5834	0.1%
9	5518	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	53739	1.0%
2	198548	3.6%
3	268566	4.9%
4	424427	7.8%
5	3409988	62.6%
6	1033936	19.0%
7	27636	0.5%
8	5834	0.1%
9	5518	0.1%
10	15590	0.3%

Value	Count	Frequency (%)
11	2549	< 0.1%
10	15590	0.3%
9	5518	0.1%
8	5834	0.1%
7	27636	0.5%
6	1033936	19.0%
5	3409988	62.6%
4	424427	7.8%
3	268566	4.9%
2	198548	3.6%

No_Incidents
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0.0	5414855
1.0	29505
2.0	1865
3.0	94
4.0	12

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	16338993
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	5414855	99.4%
1.0	29505	0.5%
2.0	1865	< 0.1%
3.0	94	< 0.1%
4.0	12	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	5414855	99.4%
1.0	29505	0.5%
2.0	1865	< 0.1%
3.0	94	< 0.1%
4.0	12	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	10861186	66.5%
.	5446331	33.3%
1	29505	0.2%
2	1865	< 0.1%
3	94	< 0.1%
4	12	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10892662	66.7%
Other Punctuation	5446331	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10861186	99.7%
1	29505	0.3%
2	1865	< 0.1%
3	94	< 0.1%
4	12	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	5446331	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16338993	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10861186	66.5%
.	5446331	33.3%
1	29505	0.2%
2	1865	< 0.1%
3	94	< 0.1%
4	12	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16338993	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10861186	66.5%
.	5446331	33.3%
1	29505	0.2%
2	1865	< 0.1%
3	94	< 0.1%
4	12	< 0.1%

InspectionYear
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2015.5865

Minimum	2010
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	2010
5-th percentile	2011
Q1	2013
median	2016
Q3	2018
95-th percentile	2020
Maximum	2021
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.9048527
Coefficient of variation (CV)	0.0014411948
Kurtosis	-1.1783153
Mean	2015.5865
Median Absolute Deviation (MAD)	2
Skewness	-0.094194503
Sum	1.0977551 × 10¹⁰
Variance	8.4381691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2019	590240	10.8%
2017	589947	10.8%
2018	556874	10.2%
2020	553505	10.2%
2016	539475	9.9%
2015	534623	9.8%
2012	528261	9.7%
2014	512780	9.4%
2013	503194	9.2%
2011	454474	8.3%
Other values (2)	82958	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2010	81842	1.5%
2011	454474	8.3%
2012	528261	9.7%
2013	503194	9.2%
2014	512780	9.4%
2015	534623	9.8%
2016	539475	9.9%
2017	589947	10.8%
2018	556874	10.2%
2019	590240	10.8%

Value	Count	Frequency (%)
2021	1116	< 0.1%
2020	553505	10.2%
2019	590240	10.8%
2018	556874	10.2%
2017	589947	10.8%
2016	539475	9.9%
2015	534623	9.8%
2014	512780	9.4%
2013	503194	9.2%
2012	528261	9.7%

preventive_maintenance_rate
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	44
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0050959271

Minimum	0
Maximum	3
Zeros	5414855
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.074123837
Coefficient of variation (CV)	14.545702
Kurtosis	478.49656
Mean	0.0050959271
Median Absolute Deviation (MAD)	0
Skewness	19.133955
Sum	27754.106
Variance	0.0054943432
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0	5414855	99.4%
0.76	9999	0.2%
0.6388888889	6937	0.1%
0.72	2960	0.1%
1.222222222	2108	< 0.1%
1.75	2047	< 0.1%
0.68	1332	< 0.1%
0.6111111111	992	< 0.1%
0.9375	978	< 0.1%
0.5833333333	952	< 0.1%
Other values (34)	3171	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5414855	99.4%
0.38	10	< 0.1%
0.39	30	< 0.1%
0.4197530864	9	< 0.1%
0.4320987654	18	< 0.1%
0.46875	16	< 0.1%
0.484375	56	< 0.1%
0.5102040816	49	< 0.1%
0.5306122449	84	< 0.1%
0.5510204082	427	< 0.1%

Value	Count	Frequency (%)
3	494	< 0.1%
2.666666667	2	< 0.1%
2.5	8	< 0.1%
2.4375	4	< 0.1%
2.222222222	107	< 0.1%
2.04	30	< 0.1%
2	73	< 0.1%
1.92	10	< 0.1%
1.777777778	6	< 0.1%
1.75	2047	< 0.1%

Age_pipe_at_inspection
Real number (ℝ)

Distinct	35
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.992784

Minimum	0
Maximum	34
Zeros	46811
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	12
Q3	18
95-th percentile	27
Maximum	34
Range	34
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.3800932
Coefficient of variation (CV)	0.56801476
Kurtosis	-0.39978255
Mean	12.992784
Median Absolute Deviation (MAD)	5
Skewness	0.42033395
Sum	70763003
Variance	54.465775
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
12	289568	5.3%
11	285862	5.2%
13	280207	5.1%
10	279648	5.1%
14	265808	4.9%
9	261922	4.8%
15	255356	4.7%
8	252612	4.6%
16	237944	4.4%
7	224358	4.1%
Other values (25)	2813046	51.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46811	0.9%
1	142944	2.6%
2	167313	3.1%
3	184655	3.4%
4	209132	3.8%
5	195788	3.6%
6	220917	4.1%
7	224358	4.1%
8	252612	4.6%
9	261922	4.8%

Value	Count	Frequency (%)
34	10234	0.2%
33	14484	0.3%
32	23183	0.4%
31	28597	0.5%
30	37852	0.7%
29	42860	0.8%
28	55513	1.0%
27	63538	1.2%
26	76847	1.4%
25	84059	1.5%

pipe_inspected_frequently
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

1	4692360
0	753971

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	4692360	86.2%
0	753971	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4692360	86.2%
0	753971	13.8%

Most occurring characters

Value	Count	Frequency (%)
1	4692360	86.2%
0	753971	13.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4692360	86.2%
0	753971	13.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4692360	86.2%
0	753971	13.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4692360	86.2%
0	753971	13.8%

Average_MonthsLastRev
Real number (ℝ)

Distinct	521
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.125285

Minimum	0
Maximum	77.5
Zeros	626
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	22.166667
median	23.75
Q3	24
95-th percentile	24.333333
Maximum	77.5
Range	77.5
Interquartile range (IQR)	1.8333333

Descriptive statistics

Standard deviation	2.2815171
Coefficient of variation (CV)	0.098658983
Kurtosis	23.116717
Mean	23.125285
Median Absolute Deviation (MAD)	0.45
Skewness	0.45519165
Sum	1.2594796 × 10⁸
Variance	5.2053203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	1769271	32.5%
24.2	401542	7.4%
23.6	297025	5.5%
22	256109	4.7%
23.8	183863	3.4%
23.4	159475	2.9%
23	154310	2.8%
21	109728	2.0%
23.2	109638	2.0%
22.2	102293	1.9%
Other values (511)	1903077	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	626	< 0.1%
1	80	< 0.1%
2	117	< 0.1%
3	246	< 0.1%
4	283	< 0.1%
5	355	< 0.1%
6	353	< 0.1%
6.5	16	< 0.1%
7	323	< 0.1%
7.5	18	< 0.1%

Value	Count	Frequency (%)
77.5	1	< 0.1%
76	1	< 0.1%
75	1	< 0.1%
70	2	< 0.1%
69	1	< 0.1%
68.5	2	< 0.1%
67.5	3	< 0.1%
67	4	< 0.1%
66.5	5	< 0.1%
66	20	< 0.1%

MonthsLastRev
Real number (ℝ)

Distinct	40
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.992876

Minimum	0
Maximum	39
Zeros	991
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	23
median	24
Q3	24
95-th percentile	25
Maximum	39
Range	39
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.0592022
Coefficient of variation (CV)	0.13305
Kurtosis	14.436309
Mean	22.992876
Median Absolute Deviation (MAD)	0
Skewness	-2.9752117
Sum	1.2522681 × 10⁸
Variance	9.358718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
24	2945518	54.1%
23	768204	14.1%
22	476271	8.7%
25	451794	8.3%
21	247992	4.6%
20	79017	1.5%
26	45677	0.8%
19	41509	0.8%
18	39943	0.7%
17	34166	0.6%
Other values (30)	316240	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	991	< 0.1%
1	1675	< 0.1%
2	2420	< 0.1%
3	4453	0.1%
4	4661	0.1%
5	8002	0.1%
6	9088	0.2%
7	9475	0.2%
8	9415	0.2%
9	16787	0.3%

Value	Count	Frequency (%)
39	1037	< 0.1%
38	428	< 0.1%
37	899	< 0.1%
36	5661	0.1%
35	2728	0.1%
34	3650	0.1%
33	3488	0.1%
32	7881	0.1%
31	4343	0.1%
30	12355	0.2%

Incidence
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0.0	5438615
1.0	7716

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	16338993
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	5438615	99.9%
1.0	7716	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	5438615	99.9%
1.0	7716	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	10884946	66.6%
.	5446331	33.3%
1	7716	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10892662	66.7%
Other Punctuation	5446331	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10884946	99.9%
1	7716	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	5446331	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16338993	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10884946	66.6%
.	5446331	33.3%
1	7716	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16338993	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10884946	66.6%
.	5446331	33.3%
1	7716	< 0.1%

NumConnections
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.78585106

Minimum	0
Maximum	34
Zeros	3382310
Zeros (%)	62.1%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	34
Range	34
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5105416
Coefficient of variation (CV)	1.9221729
Kurtosis	22.226989
Mean	0.78585106
Median Absolute Deviation (MAD)	0
Skewness	3.6867653
Sum	4280005
Variance	2.2817359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	3382310	62.1%
1	1124787	20.7%
2	447037	8.2%
3	204385	3.8%
4	113491	2.1%
5	64384	1.2%
6	39757	0.7%
7	23239	0.4%
8	15871	0.3%
9	10236	0.2%
Other values (24)	20834	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3382310	62.1%
1	1124787	20.7%
2	447037	8.2%
3	204385	3.8%
4	113491	2.1%
5	64384	1.2%
6	39757	0.7%
7	23239	0.4%
8	15871	0.3%
9	10236	0.2%

Value	Count	Frequency (%)
34	5	< 0.1%
33	10	< 0.1%
32	2	< 0.1%
30	10	< 0.1%
29	17	< 0.1%
28	38	< 0.1%
27	19	< 0.1%
26	29	< 0.1%
25	17	< 0.1%
24	44	< 0.1%

NumConnectionsUnder
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0	5445500
1	811
2	20

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5445500	> 99.9%
1	811	< 0.1%
2	20	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5445500	> 99.9%
1	811	< 0.1%
2	20	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	5445500	> 99.9%
1	811	< 0.1%
2	20	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5445500	> 99.9%
1	811	< 0.1%
2	20	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5445500	> 99.9%
1	811	< 0.1%
2	20	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5445500	> 99.9%
1	811	< 0.1%
2	20	< 0.1%

Relative_Thickness
Real number (ℝ)

Distinct	251
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5627146

Minimum	0.0015875
Maximum	24.384
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0.0015875
5-th percentile	0.0126
Q1	0.0225
median	0.6
Q3	1.1
95-th percentile	8
Maximum	24.384
Range	24.382413
Interquartile range (IQR)	1.0775

Descriptive statistics

Standard deviation	2.5425542
Coefficient of variation (CV)	1.6270112
Kurtosis	3.7104332
Mean	1.5627146
Median Absolute Deviation (MAD)	0.5775
Skewness	2.0616556
Sum	8511061.1
Variance	6.464582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7333333333	629816	11.6%
0.01575	599884	11.0%
0.0225	481142	8.8%
4.4	340464	6.3%
6.4	305922	5.6%
0.6	282696	5.2%
1.066666667	246598	4.5%
0.0275	226677	4.2%
8	201639	3.7%
0.42	195813	3.6%
Other values (241)	1935680	35.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0015875	337	< 0.1%
0.00238125	12	< 0.1%
0.0025	4	< 0.1%
0.00275	30	< 0.1%
0.003	368	< 0.1%
0.003175	35998	0.7%
0.0032	3	< 0.1%
0.0035	9	< 0.1%
0.00375	794	< 0.1%
0.00381	6	< 0.1%

Value	Count	Frequency (%)
24.384	26	< 0.1%
20.32	32	< 0.1%
20	102	< 0.1%
18.288	8	< 0.1%
16.256	490	< 0.1%
16	540	< 0.1%
14.224	10	< 0.1%
14.2	11	< 0.1%
14	372	< 0.1%
12.6	30002	0.6%

pipe_area
Real number (ℝ)

Distinct	401305
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4250864

Minimum	0.000502656
Maximum	189.60639
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0.000502656
5-th percentile	0.28721764
Q1	1.1803519
median	3.9221965
Q3	11.58509
95-th percentile	30.748096
Maximum	189.60639
Range	189.60589
Interquartile range (IQR)	10.404738

Descriptive statistics

Standard deviation	11.016982
Coefficient of variation (CV)	1.3076403
Kurtosis	8.6745535
Mean	8.4250864
Median Absolute Deviation (MAD)	3.3147776
Skewness	2.4531382
Sum	45885809
Variance	121.3739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.691152	6940	0.1%
0.345576	6308	0.1%
0.518364	6243	0.1%
0.1983166416	5889	0.1%
0.251328	5511	0.1%
0.1979208	5381	0.1%
0.565488	5285	0.1%
0.3958416	4942	0.1%
0.282744	4544	0.1%
1.005312	4206	0.1%
Other values (401295)	5391082	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000502656	1	< 0.1%
0.000518364	1	< 0.1%
0.0006031872	5	< 0.1%
0.000989604	7	< 0.1%
0.001005312	2	< 0.1%
0.0011875248	8	< 0.1%
0.0012534984	1	< 0.1%
0.00141372	2	< 0.1%
0.00143633952	1	< 0.1%
0.0015833664	3	< 0.1%

Value	Count	Frequency (%)
189.6063922	5	< 0.1%
166.409509	4	< 0.1%
166.3345001	6	< 0.1%
166.3265205	5	< 0.1%
164.9856177	6	< 0.1%
164.1991421	4	< 0.1%
163.4761845	5	< 0.1%
162.9718697	4	< 0.1%
155.8460298	5	< 0.1%
154.4767194	4	< 0.1%

area_connection
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	294111
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.19547282

Minimum	0
Maximum	1989.4321
Zeros	3382310
Zeros (%)	62.1%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.13434303
95-th percentile	0.69440985
Maximum	1989.4321
Range	1989.4321
Interquartile range (IQR)	0.13434303

Descriptive statistics

Standard deviation	1.9343258
Coefficient of variation (CV)	9.8956253
Kurtosis	423577.85
Mean	0.19547282
Median Absolute Deviation (MAD)	0
Skewness	474.63542
Sum	1064609.7
Variance	3.7416162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3382310	62.1%
1.010505212	838	< 0.1%
2.52626303	788	< 0.1%
5.052526061	738	< 0.1%
0.8420876768	711	< 0.1%
5.042441179	682	< 0.1%
1.263131515	559	< 0.1%
1.684175354	558	< 0.1%
0.7217894373	528	< 0.1%
7.957728546	464	< 0.1%
Other values (294101)	2058155	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3382310	62.1%
0.007715556516	5	< 0.1%
0.009769187457	5	< 0.1%
0.009792381384	5	< 0.1%
0.009840825945	5	< 0.1%
0.009911967005	5	< 0.1%
0.009919848549	5	< 0.1%
0.009930571972	5	< 0.1%
0.009956403025	5	< 0.1%
0.009956599227	6	< 0.1%

Value	Count	Frequency (%)
1989.432136	1	< 0.1%
1929.146314	1	< 0.1%
1010.505212	2	< 0.1%
797.7672728	1	< 0.1%
530.5152364	2	< 0.1%
361.7149339	1	< 0.1%
360.8947186	3	< 0.1%
234.9144958	1	< 0.1%
226.0718337	1	< 0.1%
222.5938055	4	< 0.1%

incidence_area
Real number (ℝ)

SKEWED ZEROS

Distinct	7141
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0011995106

Minimum	0
Maximum	142.1023
Zeros	5438615
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	142.1023
Range	142.1023
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1394909
Coefficient of variation (CV)	116.28985
Kurtosis	349428.73
Mean	0.0011995106
Median Absolute Deviation (MAD)	0
Skewness	461.72879
Sum	6532.9315
Variance	0.019457712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5438615	99.9%
3.978864273	16	< 0.1%
7.957728546	10	< 0.1%
5.052526061	8	< 0.1%
3.9808547	6	< 0.1%
21.22060946	6	< 0.1%
15.91545709	6	< 0.1%
5.305152364	5	< 0.1%
1.989432136	5	< 0.1%
3.536768243	5	< 0.1%
Other values (7131)	7649	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5438615	99.9%
0.009659922876	1	< 0.1%
0.009667593515	1	< 0.1%
0.009801689822	1	< 0.1%
0.01009112637	1	< 0.1%
0.01015348424	1	< 0.1%
0.01017956655	1	< 0.1%
0.01018410014	1	< 0.1%
0.01019055084	1	< 0.1%
0.01019826426	2	< 0.1%

Value	Count	Frequency (%)
142.1022955	1	< 0.1%
117.5006061	1	< 0.1%
89.91783668	1	< 0.1%
52.94563238	1	< 0.1%
51.03561678	1	< 0.1%
50.04860721	1	< 0.1%
45.60302892	1	< 0.1%
45.47273455	1	< 0.1%
41.44650284	1	< 0.1%
39.78864273	2	< 0.1%

connection_bool
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0	4507097
1	939234

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4507097	82.8%
1	939234	17.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4507097	82.8%
1	939234	17.2%

Most occurring characters

Value	Count	Frequency (%)
0	4507097	82.8%
1	939234	17.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4507097	82.8%
1	939234	17.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4507097	82.8%
1	939234	17.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4507097	82.8%
1	939234	17.2%

gas_natural
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

1	5348700
0	97631

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	5348700	98.2%
0	97631	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	5348700	98.2%
0	97631	1.8%

Most occurring characters

Value	Count	Frequency (%)
1	5348700	98.2%
0	97631	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5348700	98.2%
0	97631	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5348700	98.2%
0	97631	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5348700	98.2%
0	97631	1.8%

Material_Acrylonitrile-Butadiene-Styrene
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0	5123338
1	322993

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5123338	94.1%
1	322993	5.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5123338	94.1%
1	322993	5.9%

Most occurring characters

Value	Count	Frequency (%)
0	5123338	94.1%
1	322993	5.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5123338	94.1%
1	322993	5.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5123338	94.1%
1	322993	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5123338	94.1%
1	322993	5.9%

Material_Copper
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0	5433651
1	12680

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5433651	99.8%
1	12680	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5433651	99.8%
1	12680	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	5433651	99.8%
1	12680	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5433651	99.8%
1	12680	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5433651	99.8%
1	12680	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5433651	99.8%
1	12680	0.2%

Material_Fiberglass-Reinforced Plastic
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0	5337365
1	108966

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5337365	98.0%
1	108966	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5337365	98.0%
1	108966	2.0%

Most occurring characters

Value	Count	Frequency (%)
0	5337365	98.0%
1	108966	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5337365	98.0%
1	108966	2.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5337365	98.0%
1	108966	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5337365	98.0%
1	108966	2.0%

Material_Polyethylene
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

1	4978790
0	467541

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	4978790	91.4%
0	467541	8.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4978790	91.4%
0	467541	8.6%

Most occurring characters

Value	Count	Frequency (%)
1	4978790	91.4%
0	467541	8.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4978790	91.4%
0	467541	8.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4978790	91.4%
0	467541	8.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4978790	91.4%
0	467541	8.6%

Material_Polypropylene
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.1 MiB

0	5427454
1	18877

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5446331
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5427454	99.7%
1	18877	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	5427454	99.7%
1	18877	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	5427454	99.7%
1	18877	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5446331	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5427454	99.7%
1	18877	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	5446331	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5427454	99.7%
1	18877	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5446331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5427454	99.7%
1	18877	0.3%

Diameter2
Real number (ℝ)

Distinct	61
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.016325103

Minimum	0.0001
Maximum	0.37161216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0.0001
5-th percentile	0.003969
Q1	0.0081
median	0.0121
Q3	0.0256
95-th percentile	0.04
Maximum	0.37161216
Range	0.37151216
Interquartile range (IQR)	0.0175

Descriptive statistics

Standard deviation	0.016951005
Coefficient of variation (CV)	1.0383399
Kurtosis	33.168043
Mean	0.016325103
Median Absolute Deviation (MAD)	0.008131
Skewness	3.9501492
Sum	88911.912
Variance	0.00028733656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0121	1475195	27.1%
0.003969	1046095	19.2%
0.0081	1010190	18.5%
0.0256	749971	13.8%
0.04	517842	9.5%
0.0016	104193	1.9%
0.02322576	81206	1.5%
0.0625	67646	1.2%
0.01032256	67151	1.2%
0.00258064	49202	0.9%
Other values (51)	277640	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0001	158	< 0.1%
0.000121	60	< 0.1%
0.000144	1292	< 0.1%
0.00016129	11	< 0.1%
0.000169	105	< 0.1%
0.000196	43	< 0.1%
0.000225	4035	0.1%
0.000256	1070	< 0.1%
0.000324	6	< 0.1%
0.000361	3210	0.1%

Value	Count	Frequency (%)
0.37161216	67	< 0.1%
0.31225744	46	< 0.1%
0.258064	2342	< 0.1%
0.25	102	< 0.1%
0.20903184	781	< 0.1%
0.16516096	4023	0.1%
0.16	561	< 0.1%
0.12645136	437	< 0.1%
0.126025	108	< 0.1%
0.1225	372	< 0.1%

Length2
Real number (ℝ)

Distinct	123379
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1163.4679

Minimum	2.5 × 10^-5
Maximum	11142.702
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	2.5 × 10^-5
5-th percentile	1.004004
Q1	13.373649
median	140.11457
Q3	1230.4661
95-th percentile	6300.9463
Maximum	11142.702
Range	11142.702
Interquartile range (IQR)	1217.0924

Descriptive statistics

Standard deviation	2126.2558
Coefficient of variation (CV)	1.8275156
Kurtosis	5.8583692
Mean	1163.4679
Median Absolute Deviation (MAD)	138.43495
Skewness	2.4614034
Sum	6.3366315 × 10⁹
Variance	4520963.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	26243	0.5%
1	25048	0.5%
0.25	18213	0.3%
2.25	17758	0.3%
1.004004	16856	0.3%
1.006009	10146	0.2%
1.002001	9486	0.2%
9	8566	0.2%
4.016016	8540	0.2%
1.44	8115	0.1%
Other values (123369)	5297360	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.5 × 10^-5	12	< 0.1%
3.6 × 10^-5	19	< 0.1%
4.9 × 10^-5	14	< 0.1%
6.4 × 10^-5	20	< 0.1%
8.1 × 10^-5	19	< 0.1%
0.0001	61	< 0.1%
0.000121	25	< 0.1%
0.000144	12	< 0.1%
0.000169	31	< 0.1%
0.000196	8	< 0.1%

Value	Count	Frequency (%)
11142.70248	5	< 0.1%
11142.28025	15	< 0.1%
11142.06914	12	< 0.1%
11141.64692	10	< 0.1%
11141.43581	16	< 0.1%
11141.2247	10	< 0.1%
11140.8025	5	< 0.1%
11140.5914	19	< 0.1%
11140.3803	3	< 0.1%
11140.16921	5	< 0.1%

Pressure2
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.491531

Minimum	0.000625
Maximum	256
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0.000625
5-th percentile	0.000625
Q1	0.01
median	0.0225
Q3	16
95-th percentile	25
Maximum	256
Range	255.99937
Interquartile range (IQR)	15.99

Descriptive statistics

Standard deviation	53.125639
Coefficient of variation (CV)	3.0372207
Kurtosis	15.664085
Mean	17.491531
Median Absolute Deviation (MAD)	0.021875
Skewness	4.1424603
Sum	95264665
Variance	2822.3335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
16	1599962	29.4%
0.0225	1539205	28.3%
0.000625	1038140	19.1%
0.01	562015	10.3%
256	249621	4.6%
25	158730	2.9%
0.16	143759	2.6%
2.89	111774	2.1%
0.0025	19978	0.4%
4	11814	0.2%
Other values (2)	11333	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000625	1038140	19.1%
0.0025	19978	0.4%
0.01	562015	10.3%
0.0225	1539205	28.3%
0.16	143759	2.6%
2.89	111774	2.1%
4	11814	0.2%
16	1599962	29.4%
25	158730	2.9%
100	6185	0.1%

Value	Count	Frequency (%)
256	249621	4.6%
144	5148	0.1%
100	6185	0.1%
25	158730	2.9%
16	1599962	29.4%
4	11814	0.2%
2.89	111774	2.1%
0.16	143759	2.6%
0.0225	1539205	28.3%
0.01	562015	10.3%

Average year Humidity (%)
Real number (ℝ)

Distinct	37
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.67414297

Minimum	0.545
Maximum	0.80416667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	0.545
5-th percentile	0.545
Q1	0.61833333
median	0.66833333
Q3	0.75666667
95-th percentile	0.79333333
Maximum	0.80416667
Range	0.25916667
Interquartile range (IQR)	0.13833333

Descriptive statistics

Standard deviation	0.081146398
Coefficient of variation (CV)	0.12036972
Kurtosis	-1.2441021
Mean	0.67414297
Median Absolute Deviation (MAD)	0.088333333
Skewness	-0.20311737
Sum	3671605.8
Variance	0.006584738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0.7566666667	1496607	27.5%
0.6441666667	536570	9.9%
0.545	513519	9.4%
0.715	314906	5.8%
0.6666666667	308605	5.7%
0.6683333333	232779	4.3%
0.8041666667	194965	3.6%
0.58	149988	2.8%
0.7933333333	147657	2.7%
0.625	146197	2.7%
Other values (27)	1404538	25.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.545	513519	9.4%
0.5458333333	96932	1.8%
0.555	75528	1.4%
0.5566666667	53897	1.0%
0.5583333333	55599	1.0%
0.565	138476	2.5%
0.5725	15921	0.3%
0.5741666667	68208	1.3%
0.58	149988	2.8%
0.585	22313	0.4%

Value	Count	Frequency (%)
0.8041666667	194965	3.6%
0.7933333333	147657	2.7%
0.7675	29521	0.5%
0.7566666667	1496607	27.5%
0.7166666667	76882	1.4%
0.715	314906	5.8%
0.705	65058	1.2%
0.7033333333	98573	1.8%
0.6866666667	115543	2.1%
0.6683333333	232779	4.3%

Yearly Sun Hours (hours)
Real number (ℝ)

Distinct	37
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.18109

Minimum	73.3
Maximum	121.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	73.3
5-th percentile	83.8
Q1	104.6
median	104.6
Q3	111.4
95-th percentile	113.8
Maximum	121.2
Range	47.9
Interquartile range (IQR)	6.8

Descriptive statistics

Standard deviation	9.4874531
Coefficient of variation (CV)	0.090201127
Kurtosis	2.2501069
Mean	105.18109
Median Absolute Deviation (MAD)	5.8
Skewness	-1.4841031
Sum	5.7285105 × 10⁸
Variance	90.011767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
104.6	1496607	27.5%
113.2	536570	9.9%
109.7	513519	9.4%
111.4	376813	6.9%
99.8	314906	5.8%
119.3	232779	4.3%
75.9	160838	3.0%
112.7	149988	2.8%
83.8	147657	2.7%
98.6	146197	2.7%
Other values (27)	1370457	25.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73.3	34127	0.6%
75.9	160838	3.0%
79.8	29521	0.5%
83.8	147657	2.7%
85.2	76882	1.4%
87.9	65058	1.2%
95.2	85594	1.6%
95.7	33899	0.6%
96.7	20298	0.4%
97.3	13959	0.3%

Value	Count	Frequency (%)
121.2	12230	0.2%
119.3	232779	4.3%
114.2	15921	0.3%
113.8	29278	0.5%
113.2	536570	9.9%
113	115543	2.1%
112.7	149988	2.8%
112.4	136707	2.5%
112.3	32551	0.6%
111.9	22313	0.4%

Population density (persons/sqkm)
Real number (ℝ)

Distinct	38
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	365.8349

Minimum	8.6244906
Maximum	844.63536
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	83.1 MiB

Quantile statistics

Minimum	8.6244906
5-th percentile	24.985868
Q1	88.244424
median	239.83298
Q3	738.89129
95-th percentile	844.63536
Maximum	844.63536
Range	836.01087
Interquartile range (IQR)	650.64687

Descriptive statistics

Standard deviation	315.6559
Coefficient of variation (CV)	0.86283703
Kurtosis	-1.615061
Mean	365.8349
Median Absolute Deviation (MAD)	203.80628
Skewness	0.41679478
Sum	1.9924579 × 10⁹
Variance	99638.646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
738.8912904	1496607	27.5%
239.8329786	536570	9.9%
844.6353557	513519	9.4%
132.3046201	314906	5.8%
129.6052047	308605	5.7%
323.1713942	232779	4.3%
141.108805	160838	3.0%
138.9440724	149988	2.8%
210.3711615	147657	2.7%
64.19839704	146197	2.7%
Other values (28)	1438665	26.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.624490588	13959	0.3%
9.060436221	1556	< 0.1%
11.44334889	18610	0.3%
14.24194167	5378	0.1%
16.15263706	35306	0.6%
19.58559006	4	< 0.1%
19.91070541	33899	0.6%
21.4503848	53897	1.0%
22.17890173	20298	0.4%
24.98586786	96932	1.8%

Value	Count	Frequency (%)
844.6353557	513519	9.4%
738.8912904	1496607	27.5%
323.1713942	232779	4.3%
239.8329786	536570	9.9%
230.7582809	98573	1.8%
210.3711615	147657	2.7%
167.2108871	29278	0.5%
141.108805	160838	3.0%
138.9440724	149988	2.8%
132.3046201	314906	5.8%

Auto

Heatmap
Table

	PipeId	No_Inspections	InspectionYear	preventive_maintenance_rate	Age_pipe_at_inspection	Average_MonthsLastRev	MonthsLastRev	NumConnections	Relative_Thickness	pipe_area	area_connection	incidence_area	Diameter2	Length2	Pressure2	Average year Humidity (%)	Yearly Sun Hours (hours)	Population density (persons/sqkm)	No_Incidents	pipe_inspected_frequently	Incidence	NumConnectionsUnder	connection_bool	gas_natural	Material_Acrylonitrile-Butadiene-Styrene	Material_Copper	Material_Fiberglass-Reinforced Plastic	Material_Polyethylene	Material_Polypropylene
PipeId	1.000	0.242	-0.115	-0.021	-0.221	0.079	0.078	-0.056	0.017	0.019	-0.062	-0.017	0.106	-0.015	0.033	0.042	0.069	-0.024	0.020	0.143	0.027	0.007	0.097	0.291	0.028	0.101	0.084	0.059	0.164
No_Inspections	0.242	1.000	-0.160	0.014	0.316	-0.212	-0.144	0.053	0.142	0.164	0.029	-0.010	0.151	0.115	-0.115	-0.134	0.105	0.148	0.018	0.155	0.032	0.011	0.068	0.519	0.052	0.161	0.063	0.072	0.246
InspectionYear	-0.115	-0.160	1.000	0.005	0.252	-0.031	0.224	0.011	-0.043	-0.000	0.016	-0.000	-0.057	0.020	0.031	-0.009	-0.008	-0.023	0.003	0.060	0.006	0.003	0.011	0.166	0.048	0.051	0.017	0.042	0.082
preventive_maintenance_rate	-0.021	0.014	0.005	1.000	0.039	-0.033	-0.036	0.083	0.022	0.049	0.064	0.495	0.005	0.053	-0.029	-0.036	0.009	0.057	0.627	0.012	0.568	0.000	0.087	0.119	0.003	0.067	0.049	0.031	0.008
Age_pipe_at_inspection	-0.221	0.316	0.252	0.039	1.000	0.183	0.150	0.072	0.209	0.073	0.048	0.006	0.109	0.036	-0.242	0.078	-0.094	0.234	0.031	0.074	0.029	0.007	0.104	0.270	0.053	0.101	0.241	0.123	0.164
Average_MonthsLastRev	0.079	-0.212	-0.031	-0.033	0.183	1.000	0.559	-0.021	0.088	-0.044	-0.023	-0.018	0.040	-0.057	-0.101	0.314	-0.106	-0.023	0.018	0.403	0.031	0.004	0.042	0.119	0.019	0.069	0.026	0.058	0.182
MonthsLastRev	0.078	-0.144	0.224	-0.036	0.150	0.559	1.000	-0.010	0.066	-0.018	-0.013	-0.022	0.027	-0.025	-0.072	0.306	-0.060	-0.088	0.020	0.294	0.035	0.004	0.026	0.118	0.033	0.058	0.046	0.052	0.100
NumConnections	-0.056	0.053	0.011	0.083	0.072	-0.021	-0.010	1.000	0.043	0.460	0.942	0.038	-0.171	0.538	-0.121	0.017	-0.009	0.043	0.051	0.003	0.047	0.011	0.517	0.029	0.057	0.017	0.013	0.042	0.009
Relative_Thickness	0.017	0.142	-0.043	0.022	0.209	0.088	0.066	0.043	1.000	0.171	-0.026	0.004	0.638	-0.001	-0.941	0.038	0.213	0.235	0.034	0.087	0.025	0.002	0.097	0.066	0.118	0.024	0.438	0.181	0.019
pipe_area	0.019	0.164	-0.000	0.049	0.073	-0.044	-0.018	0.460	0.171	1.000	0.288	0.018	0.284	0.955	-0.099	-0.022	0.052	0.021	0.033	0.024	0.025	0.001	0.296	0.046	0.069	0.019	0.046	0.075	0.011
area_connection	-0.062	0.029	0.016	0.064	0.048	-0.023	-0.013	0.942	-0.026	0.288	1.000	0.031	-0.265	0.384	-0.078	0.014	-0.028	0.037	0.000	0.002	0.000	0.000	0.000	0.003	0.000	0.011	0.000	0.001	0.000
incidence_area	-0.017	-0.010	-0.000	0.495	0.006	-0.018	-0.022	0.038	0.004	0.018	0.031	1.000	-0.006	0.024	-0.009	-0.017	0.004	0.024	0.024	0.000	0.095	0.000	0.000	0.016	0.000	0.025	0.000	0.005	0.002
Diameter2	0.106	0.151	-0.057	0.005	0.109	0.040	0.027	-0.171	0.638	0.284	-0.265	-0.006	1.000	0.007	-0.381	0.004	0.159	0.138	0.014	0.020	0.009	0.000	0.070	0.051	0.179	0.019	0.203	0.223	0.019
Length2	-0.015	0.115	0.020	0.053	0.036	-0.057	-0.025	0.538	-0.001	0.955	0.384	0.024	0.007	1.000	0.000	-0.023	0.011	-0.022	0.030	0.032	0.028	0.005	0.470	0.011	0.018	0.002	0.022	0.026	0.003
Pressure2	0.033	-0.115	0.031	-0.029	-0.242	-0.101	-0.072	-0.121	-0.941	-0.099	-0.078	-0.009	-0.381	0.000	1.000	-0.057	-0.178	-0.253	0.004	0.021	0.004	0.002	0.102	0.030	0.882	0.011	0.032	0.723	0.013
Average year Humidity (%)	0.042	-0.134	-0.009	-0.036	0.078	0.314	0.306	0.017	0.038	-0.022	0.014	-0.017	0.004	-0.023	-0.057	1.000	-0.530	0.234	0.031	0.198	0.028	0.005	0.058	0.092	0.080	0.036	0.126	0.112	0.042
Yearly Sun Hours (hours)	0.069	0.105	-0.008	0.009	-0.094	-0.106	-0.060	-0.009	0.213	0.052	-0.028	0.004	0.159	0.011	-0.178	-0.530	1.000	0.097	0.024	0.195	0.022	0.006	0.059	0.083	0.060	0.031	0.119	0.092	0.023
Population density (persons/sqkm)	-0.024	0.148	-0.023	0.057	0.234	-0.023	-0.088	0.043	0.235	0.021	0.037	0.024	0.138	-0.022	-0.253	0.234	0.097	1.000	0.044	0.180	0.039	0.006	0.056	0.077	0.064	0.031	0.174	0.132	0.024
No_Incidents	0.020	0.018	0.003	0.627	0.031	0.018	0.020	0.051	0.034	0.033	0.000	0.024	0.014	0.030	0.004	0.031	0.024	0.044	1.000	0.009	0.504	0.000	0.087	0.037	0.003	0.028	0.044	0.029	0.002
pipe_inspected_frequently	0.143	0.155	0.060	0.012	0.074	0.403	0.294	0.003	0.087	0.024	0.002	0.000	0.020	0.032	0.021	0.198	0.195	0.180	0.009	1.000	0.005	0.001	0.007	0.038	0.026	0.013	0.012	0.035	0.019
Incidence	0.027	0.032	0.006	0.568	0.029	0.031	0.035	0.047	0.025	0.025	0.000	0.095	0.009	0.028	0.004	0.028	0.022	0.039	0.504	0.005	1.000	0.000	0.040	0.043	0.002	0.027	0.018	0.016	0.000
NumConnectionsUnder	0.007	0.011	0.003	0.000	0.007	0.004	0.004	0.011	0.002	0.001	0.000	0.000	0.000	0.005	0.002	0.005	0.006	0.006	0.000	0.001	0.000	1.000	0.007	0.003	0.003	0.008	0.000	0.001	0.012
connection_bool	0.097	0.068	0.011	0.087	0.104	0.042	0.026	0.517	0.097	0.296	0.000	0.000	0.070	0.470	0.102	0.058	0.059	0.056	0.087	0.007	0.040	0.007	1.000	0.028	0.108	0.013	0.001	0.090	0.011
gas_natural	0.291	0.519	0.166	0.119	0.270	0.119	0.118	0.029	0.066	0.046	0.003	0.016	0.051	0.011	0.030	0.092	0.083	0.077	0.037	0.038	0.043	0.003	0.028	1.000	0.019	0.267	0.019	0.038	0.001
Material_Acrylonitrile-Butadiene-Styrene	0.028	0.052	0.048	0.003	0.053	0.019	0.033	0.057	0.118	0.069	0.000	0.000	0.179	0.018	0.882	0.080	0.060	0.064	0.003	0.026	0.002	0.003	0.108	0.019	1.000	0.012	0.036	0.819	0.015
Material_Copper	0.101	0.161	0.051	0.067	0.101	0.069	0.058	0.017	0.024	0.019	0.011	0.025	0.019	0.002	0.011	0.036	0.031	0.031	0.028	0.013	0.027	0.008	0.013	0.267	0.012	1.000	0.007	0.158	0.003
Material_Fiberglass-Reinforced Plastic	0.084	0.063	0.017	0.049	0.241	0.026	0.046	0.013	0.438	0.046	0.000	0.000	0.203	0.022	0.032	0.126	0.119	0.174	0.044	0.012	0.018	0.000	0.001	0.019	0.036	0.007	1.000	0.466	0.008
Material_Polyethylene	0.059	0.072	0.042	0.031	0.123	0.058	0.052	0.042	0.181	0.075	0.001	0.005	0.223	0.026	0.723	0.112	0.092	0.132	0.029	0.035	0.016	0.001	0.090	0.038	0.819	0.158	0.466	1.000	0.192
Material_Polypropylene	0.164	0.246	0.082	0.008	0.164	0.182	0.100	0.009	0.019	0.011	0.000	0.002	0.019	0.003	0.013	0.042	0.023	0.024	0.002	0.019	0.000	0.012	0.011	0.001	0.015	0.003	0.008	0.192	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	PipeId	No_Inspections	InspectionYear	Age_pipe_at_inspection	pipe_inspected_frequently	Average_MonthsLastRev	MonthsLastRev	Relative_Thickness	pipe_area	gas_natural	Material_Polyethylene	Diameter2	Length2	Pressure2	Average year Humidity (%)	Yearly Sun Hours (hours)	Population density (persons/sqkm)
0	489616	5	2013.00	1.00	1	21.40	16.00	0.16	1.54	1	1	0.00	60.72	0.16	0.55	107.50	24.99
1	489616	5	2015.00	3.00	1	21.40	22.00	0.16	1.54	1	1	0.00	60.72	0.16	0.55	107.50	24.99
2	489616	5	2016.00	4.00	1	21.40	22.00	0.16	1.54	1	1	0.00	60.72	0.16	0.55	107.50	24.99
3	489616	5	2018.00	6.00	1	21.40	23.00	0.16	1.54	1	1	0.00	60.72	0.16	0.55	107.50	24.99
4	489616	5	2020.00	8.00	1	21.40	24.00	0.16	1.54	1	1	0.00	60.72	0.16	0.55	107.50	24.99
5	489645	5	2013.00	1.00	1	21.40	16.00	0.22	0.59	1	1	0.01	4.33	0.16	0.55	107.50	24.99
6	489645	5	2015.00	3.00	1	21.40	22.00	0.22	0.59	1	1	0.01	4.33	0.16	0.55	107.50	24.99
7	489645	5	2016.00	4.00	1	21.40	22.00	0.22	0.59	1	1	0.01	4.33	0.16	0.55	107.50	24.99
8	489645	5	2018.00	6.00	1	21.40	23.00	0.22	0.59	1	1	0.01	4.33	0.16	0.55	107.50	24.99
9	489645	5	2020.00	8.00	1	21.40	24.00	0.22	0.59	1	1	0.01	4.33	0.16	0.55	107.50	24.99

	PipeId	No_Inspections	InspectionYear	Age_pipe_at_inspection	pipe_inspected_frequently	Average_MonthsLastRev	MonthsLastRev	Relative_Thickness	pipe_area	gas_natural	Material_Polyethylene	Diameter2	Length2	Pressure2	Average year Humidity (%)	Yearly Sun Hours (hours)	Population density (persons/sqkm)
5446321	412794648	1	2014.00	3.00	1	24.00	24.00	0.02	19.26	1	1	0.00	9467.29	16.00	0.57	108.40	45.79
5446322	412794740	1	2014.00	3.00	1	24.00	24.00	0.02	21.56	1	1	0.01	5816.81	16.00	0.57	108.40	45.79
5446323	412794856	1	2014.00	3.00	1	24.00	24.00	0.02	20.50	1	1	0.00	10730.89	16.00	0.57	108.40	45.79
5446324	412795048	1	2014.00	3.00	1	24.00	24.00	0.03	0.42	1	1	0.01	1.46	16.00	0.57	108.40	45.79
5446325	412795215	1	2014.00	3.00	1	24.00	24.00	0.02	18.77	1	1	0.01	4406.57	16.00	0.57	108.40	45.79
5446326	412795512	1	2014.00	3.00	1	24.00	24.00	0.02	0.55	1	1	0.00	7.70	16.00	0.57	108.40	45.79
5446327	412796243	1	2014.00	3.00	1	24.00	24.00	0.02	2.09	1	1	0.01	54.83	16.00	0.57	108.40	45.79
5446328	412796261	1	2014.00	3.00	1	24.00	24.00	0.02	2.33	1	1	0.01	68.05	16.00	0.57	108.40	45.79
5446329	412796288	1	2014.00	3.00	1	24.00	24.00	0.02	2.68	1	1	0.01	90.08	16.00	0.57	108.40	45.79
5446330	412796529	1	2014.00	3.00	1	24.00	24.00	0.02	1.12	1	1	0.01	15.82	16.00	0.57	108.40	45.79

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks